# ai_sop_system/ai_processor.py
# ai_sop_system/decision_manager.py

class AIProcessor:
    """AI决策任务处理器"""

    def execute_sop_decision(self, sop_labels: Dict[str, Any]) -> Dict[str, Any]:
        """执行SOP决策任务"""
        print("🤖 AI助手处理SOP决策任务...")

        # 决策选择
        decision = self._select_decision(sop_labels)

        # 任务执行
        execution_result = self._execute_decision_task(decision, sop_labels)

        # 结果处理
        processed_result = self._process_execution_result(execution_result)

        print("✅ SOP决策任务执行完成")
        return processed_result

    def _select_decision(self, sop_labels: Dict) -> str:
        """选择决策类型"""
        decision_rules = {
            ("high", "high"): "human_intervention",
            ("high", "medium"): "send_urgent_message",
            ("medium", "high"): "send_message",
            ("medium", "medium"): "automated_process",
            ("low", "low"): "complete"
        }

        key = (sop_labels.get("priority_level", "medium"),
               sop_labels.get("risk_category", "medium"))

        return decision_rules.get(key, "send_message")

    def _execute_decision_task(self, decision: str, labels: Dict) -> Dict:
        """执行决策任务"""
        if decision == "send_message":
            return self._send_ai_message(labels)
        elif decision == "human_intervention":
            return self._request_human_intervention(labels)
        elif decision == "automated_process":
            return self._run_automated_process(labels)
        else:
            return {"status": "completed", "action": "no_action_required"}


class DecisionManager:
    """决策管理器"""

    def manage_decision_flow(self, ai_result: Dict) -> Dict[str, Any]:
        """管理决策流程"""
        # 监控决策执行
        # 处理异常情况
        # 提供决策反馈
        pass